{"id":"W3035514942","doi":"","title":"INTERNATIONAL, MATCHED-COHORT CHECKERBOARD STUDY OF QUALITY OF LIFE AND DISEASE BURDEN IN KIDNEY TRANSPLANT (TX) PATIENTS WITH ANTIBODY-MEDIATED REJECTION (AMR)","year":2019,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Cohort; Kidney transplantation; Quality of life (healthcare); Internal medicine; Kidney disease; Cohort study; Checkerboard; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001311945,0.000512579,0.0004795676,0.0006435648,0.0008114939,0.001112643,0.0008032787,0.0007987558,0.003734778],"category_scores_gemma":[0.002489023,0.000380344,0.0009185808,0.001132601,0.0005046021,0.0009601768,0.001282851,0.001303231,0.000717111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000453845,"about_ca_system_score_gemma":0.0004546081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00797878,"about_ca_topic_score_gemma":0.006886856,"domain_scores_codex":[0.9991887,0.0002687061,0.00007174518,0.0001887784,0.00008084872,0.0002011734],"domain_scores_gemma":[0.9980539,0.0001897274,0.000759289,0.0003506052,0.0001583893,0.0004881049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002015222,0.0002750907,0.9957771,0.000009174169,0.0002914348,0.0000517439,0.0001002954,0.00006753299,0.0002483309,0.0000613364,0.000313788,0.0007888667],"study_design_scores_gemma":[0.0001222628,0.0004474116,0.9983651,0.000005904991,0.00009540884,0.0001021332,0.0002466372,0.0002281563,0.00005586722,0.00005045662,0.0002716232,0.00000914637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983767,0.00006794462,0.0001076339,0.00004002788,0.00001821789,0.00001454831,0.0009224184,0.000003858646,0.0004485904],"genre_scores_gemma":[0.9984776,0.00002639275,0.00008844105,0.0000421712,0.00001198234,0.00001874991,0.001001494,0.000003564184,0.0003294349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00797878,"threshold_uncertainty_score":0.01586467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0446783935185984,"score_gpt":0.3189385212794963,"score_spread":0.2742601277608979,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}